Early Prediction of Student Success Based on Data Mining and Artificial Neural Network.
Marko BursacMarija D. BlagojevicDanijela MilosevicPublished in: HCC (2019)
Keyphrases
- student success
- data mining
- artificial neural networks
- ann models
- prediction model
- feed forward artificial neural networks
- predictive model
- learning analytics
- multi layer perceptron
- prediction accuracy
- knowledge discovery
- data mining algorithms
- predictive modeling
- previously unknown
- association rules
- machine learning
- data mining tasks
- application of data mining
- knowledge discovery in databases
- real world
- data mining problems
- evolutionary artificial neural networks
- information retrieval
- genetic algorithm ga
- back propagation
- business intelligence
- data mining techniques
- rough sets
- neural network
- data mining applications
- web mining
- considerable increase
- computer science
- data warehousing
- prediction algorithm
- data warehouse
- granular computing
- data analysis
- fuzzy logic
- decision support
- input variables
- outlier detection
- data mining methods